Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-01 00:00:00+00:00 0.210369 0.233594 0.259307 0.290072 0.326122 0.367333 0.418443
2024-12-08 00:00:00+00:00 0.168883 0.198408 0.233835 0.280165 0.340220 0.416994 0.525240
2024-12-15 00:00:00+00:00 0.146834 0.179418 0.220815 0.278649 0.359728 0.473319 0.652455
2024-12-22 00:00:00+00:00 0.130019 0.163481 0.207831 0.272988 0.370172 0.517012 0.772325
2024-12-29 00:00:00+00:00 0.120149 0.154912 0.202750 0.276332 0.392661 0.581883 0.945598
2025-01-05 00:00:00+00:00 0.108663 0.142621 0.190624 0.266980 0.393090 0.610301 1.063289
2025-01-12 00:00:00+00:00 0.098555 0.131189 0.178323 0.255365 0.387289 0.625828 1.160443
2025-01-19 00:00:00+00:00 0.090632 0.122171 0.168613 0.246430 0.384226 0.645157 1.272976
2025-01-26 00:00:00+00:00 0.089260 0.122615 0.173181 0.261198 0.425470 0.760631 1.670213
2025-02-02 00:00:00+00:00 0.090341 0.126772 0.183873 0.287778 0.494338 0.957020 2.433160
2025-02-09 00:00:00+00:00 0.088943 0.126898 0.187966 0.303116 0.544280 1.129741 3.301779
2025-02-16 00:00:00+00:00 0.084987 0.122603 0.184196 0.303195 0.561642 1.226568 3.998020
2025-02-23 00:00:00+00:00 0.079670 0.116041 0.176519 0.295902 0.563794 1.291032 4.688409
2025-03-02 00:00:00+00:00 0.073980 0.108557 0.166739 0.283540 0.552539 1.315411 5.245973
2025-03-09 00:00:00+00:00 0.070389 0.104326 0.162360 0.281579 0.566239 1.425458 6.561353
2025-03-16 00:00:00+00:00 0.066608 0.099508 0.156496 0.275756 0.569048 1.502002 7.878942
2025-03-23 00:00:00+00:00 0.064401 0.097224 0.155055 0.279131 0.596824 1.684919 10.819155
2025-03-30 00:00:00+00:00 0.060759 0.092216 0.148130 0.269646 0.587450 1.720294 12.447332
2025-04-06 00:00:00+00:00 0.057127 0.087035 0.140529 0.257871 0.569521 1.713720 13.614316
2025-04-13 00:00:00+00:00 0.054092 0.082759 0.134389 0.248815 0.558013 1.732008 15.394099
2025-04-20 00:00:00+00:00 0.054035 0.083764 0.138483 0.263783 0.621749 2.142561 29.283204
2025-04-27 00:00:00+00:00 0.055114 0.086882 0.147010 0.290735 0.733546 2.948046 93.935223
2025-05-04 00:00:00+00:00 0.054870 0.087541 0.150638 0.306294 0.814178 3.716111 342.639215